GNNs and ensemble models enhance the prediction of new sRNA-mRNA interactions in unseen conditions by Shani Cohen, Lior Rokach, Isana Veksler-Lublinsky

“…Furthermore, GNN models remove the dependency on external tools like RNAplex or RNAup to compute hybridization duplex or energy features, enhancing scalability and runtime efficiency. …”
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APPLICATION OF METHODS OF SIMULATION TRAINING AT THE DEPARTMENT OF POSTGRADUATE EDUCATION OF DENTISTS by V. L. Melnik, M. V. Khrebor, Yu. I. Sylenko, V. K. Shevchenko, P. M. Skrypnikov

“…Conducting each manual reception and its effectiveness is fixed and processed by a computer program. The result is displayed on the monitor in the form of vital signs of the patient. …”
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Utilizing Texture Analysis technique in diagnostic imaging at Dentistry: innovations and applications by Victória Geisa Brito de Oliveira, Vera Lucia Roseira, Lana Ferreira Santos, Emanuel da Silva Rovai, Andréa Carvalho De Marco, Maria Aparecida Neves Jardini, André Luiz Ferreira Costa, Sérgio Lucio Pereira de Castro Lopes

“… Background: The Texture Analysis (TA) technique allows the evaluation of intrinsic properties by extracting signal patterns from pixels and voxels in images that are unnoticed by the human eye. …”
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Construction of a clinical prediction model for overall survival and cancer-specific survival in malignant phyllode tumor of the breast based on the SEER database by Chenggeng Pan, Ruokuo Han, Senzhe Xia, Dingwei Fan, Daqing Yang, Haiguang Ma

“…Nomograms were constructed based on these variables to forecast OS and BCSS rates for patients with MPTB. Evaluation of the model’s discriminative ability using ROC demonstrated satisfactory predictive performance for OS and BCSS in both cohorts. …”
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Development and Validation of the Relational Tissue Altered (RTA) Index: Applied Artificial Intelligence for the Assessment of Structural Impact from Laser Vision Correction by Aydano P. Machado, Louise Pellegrino G. Esporcatte, Marcella Q. Salomão, Bernardo T. Lopes, João Marcelo A. G. Lyra, Renato Ambrósio

“…Abstract Introduction A retrospective case–control study was carried out to develop a predictive computational model to objectively and accurately represent the impact of laser vision correction (LVC) on the corneal structure. …”
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An Enhanced Time-Series-Based Solar Power Forecast for Microgrid System by Tejaswini Thota, Aleena Bosco Kurumthottam, Suvidha Rupesh Kumar, Jyotismita Mishra

“…This paper develops and rigorously evaluates five forecasting models, namely standard LSTM, attention-enhanced custom LSTM, ARIMA, rolling window ARIMA, and Prophet. …”
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Treatment of a collapse fracture of the anterolateral tibial plateau with a lateral locking plate and the Jail screw technique by Wei Jiang, Xu Liu, Xiang-Ru Kong, Bing Wang, Jian-Ning Sun, Hong-Bin Zheng, Ming Chen

“…After fracture reduction and fixation, a lateral locking titanium plate was placed through the anterolateral approach of the tibial plateau, and two screws of appropriate length were placed in the sagittal direction according to the Jail screw technique. Postoperative evaluation indices included surgery time, fracture healing time, the degree of tibial plateau collapse shown by computed tomography (CT) images at 3 days and 1 year after surgery, and the patient's knee range of motion at 1 year after surgery. …”
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Measurement of orthodontic tooth movement in lower anterior teeth by means of magnetic resonance imaging– a prospective pilot study by Linda Schwarz, Marina Stanley, André Gahleitner, Ewald Unger, Erwin Jonke, Xiaohui Rausch-Fan

“…The pilot study has demonstrated the feasibility of dental MRI as a radiation-free alternative to cone-beam computed tomography for monitoring orthodontic treatment. …”
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Artificial Intelligence–Powered Training Database for Clinical Thinking: App Development Study by Heng Wang, Danni Zheng, Mengying Wang, Hong Ji, Jiangli Han, Yan Wang, Ning Shen, Jie Qiao

“…Moreover, the learning and teaching effects were evaluated using 6 dimensions covering systematicness, agility, logic, knowledge expansion, multidimensional evaluation indicators, and preciseness. …”
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Influencing factors of sleep disorders in elderly hypertensive patients and the construction of nomogram prediction model by YUAN Xiuying, DAI Xiangyi, LIAO Juan

“…The patients were randomly divided into a training set (294 cases) and a test set (126 cases) using a computer.generated random number table. All patients were followed up for 12 months. …”
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Engineering Safety-Oriented Blasting-Induced Seismic Wave Signal Processing: An EMD Endpoint Suppression Method Based on Multi-Scale Feature by Miao Sun, Jing Wu, Yani Lu, Fangda Yu, Hang Zhou

“…To verify the algorithm’s effectiveness in suppressing EMD endpoint effects, comparative studies were conducted using simulated signals to compare the proposed method with mirror extension, polynomial fitting, and extreme value extension methods. Three evaluation metrics were utilized: error standard deviation, correlation coefficient, and computation time. …”
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Coronary calcinosis and psychological distress association, by the data from ESSE-RF study in Kemerovskaya Region by A. N. Sumin, О. I. Raikh, A. N. Kokov, E. V. Indukaeva, G. V. Artamonova

“…All patients underwent quantitative assessment of coronary calcinosis with multispiral computed tomography. The data package was analyzed with Agatstone method. …”
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User-Centered Design of an Electronic Dashboard for Monitoring Facility-Level Basic Emergency Obstetric Care Readiness in Amhara, Ethiopia: Mixed Methods Study by Kylie Dougherty, Yihenew Tesfaye, Heran Biza, Mulusew Belew, Natalie Benda, Abebe Gebremariam Gobezayehu, John Cranmer, Suzanne Bakken

“…MethodsThe study used three methods to iteratively refine the dashboard: (1) user-centered design sessions with individuals who interact with the BEmOC supply chain, (2) review and feedback from domain and information visualization subject matter experts (SMEs) to refine the dashboard, and (3) usability heuristic evaluation with human-computer interaction (HCI) SMEs. …”
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Immediate Analgesic Efficacy of Acupuncture in Acute Postoperative Pain Following Internal Fixation of Intertrochanteric Femoral Fractures: Protocol for a Randomized Controlled Tri... by Wang H, Wang T, Tang X, Tang X, Li C, Deng Y, Li Q, Liang F, Liao J, Guo T

“…Therefore, the immediate alleviation of pain constitutes a critical clinical necessity for participants. This study aims to evaluate the immediate analgesic efficacy of acupuncture within 10 minutes of treatment in participants experiencing acute postoperative pain following internal fixation of IFF.Participants and Methods: From March 2025 to March 2027, 154 postoperative IFF patients (aged 50– 75) at Kunming Municipal Hospital of Traditional Chinese Medicine will be randomized (1:1) into acupuncture or sham acupuncture groups using computer-generated randomization sequences, with allocation concealment ensured through opaque sealed envelopes. …”
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Addressing the Knowledge Worker AI Literacy Gap with AI Technology by Shuyi WANG, Wen ZENG, Weishi ZHANG, Junjie LI

“…[Purpose/Significance] With the proliferation of artificial intelligence (AI) technology, knowledge workers' basic understanding of AI and their ability to evaluate its application, known as AI literacy, is particularly important. …”
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Solar Radiation Drives the Plant Species Distribution in Urban Built-Up Areas by Heyi Wei, Bo Huang, Mingshu Wang, Xuejun Liu

“…Moreover, the Diversity Index D proves to be more sensitive than the Shannon–Wiener Index (H) in evaluating the spatial distribution of plant species, making it a more suitable metric for studying urban plant diversity in our study area. …”
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Assessment of upper limb motor control: establishing normative benchmarks for clinical applications by Pablo Martín-Sierra, Cristina Sanchez, Eloy Urendes, Rafael Raya

“…This study establishes a comprehensive methodology for evaluating upper limb motor control, based on a combination of kinematic and neurophysiological data. …”
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Ensemble learning approach for prediction of early complications after radiotherapy for head and neck cancer using CT and MRI radiomic features by Benyamin Khajetash, Seied Rabi Mahdavi, Alireza Nikoofar, Lee Johnson, Meysam Tavakoli

“…The present study utilizes the addition of $$T_1$$ and $$T_2$$ -weighted Magnetic Resonance (MR) radiomic image features to typical Computed Tomography (CT)-based features and radiation dose-based characteristics and incorporates the evaluation and validation of individual and ensemble classifiers for prediction of early-onset xerostomia in radiotherapy of HNC. …”
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Leveraging Interoperable Electronic Health Record (EHR) Data for Distributed Analyses in Clinical Research: Technical Implementation Report of the HELP Study by Julia Palm, Kutaiba Saleh, André Scherag, Danny Ammon

“…MethodsAn interdisciplinary team of clinicians, computer scientists, and statisticians created a catalog of items to identify data elements necessary for the study’s evaluation and developed a domain-specific information model. …”
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DTC-m6Am: A Framework for Recognizing N6,2′-O-dimethyladenosine Sites in Unbalanced Classification Patterns Based on DenseNet and Attention Mechanisms by Hui Huang, Fenglin Zhou, Jianhua Jia, Huachun Zhang

“…Due to the limitations of experimental assays, the development of efficient computational tools to predict m6Am sites has become a major focus of research, offering potential breakthroughs in RNA epigenetics. …”
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